import os
import math
import shutil
import warnings
import pathlib
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import plotly
import plotly.graph_objs as go
plotly.offline.init_notebook_mode()
import tensorflow as tf
from tensorflow import keras
from tensorflow.keras import layers, models, optimizers, callbacks
from tensorflow.keras.preprocessing.image import ImageDataGenerator, load_img
from tensorflow.keras.utils import image_dataset_from_directory
from tensorflow.python.keras.models import Sequential
from tensorflow.keras.layers import Dense, Conv2D, Activation, MaxPool2D, Flatten, Dropout, BatchNormalization
from tensorflow.keras.optimizers import RMSprop, Adam
from tensorflow.keras.utils import plot_model
from tensorflow.keras.models import load_model
from sklearn.metrics import confusion_matrix, precision_recall_curve, classification_report
from sklearn.model_selection import train_test_split
from sklearn.exceptions import UndefinedMetricWarning
original_dir = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/train")
data_folder = pathlib.Path("../CSCN8010-labs/data/kaggle_dogs_vs_cats_small")
def make_subset(subset_name, start_index, end_index):
for category in ("cat", "dog"):
dir = data_folder / subset_name / category
os.makedirs(dir, exist_ok=True) # Use exist_ok=True to avoid FileExistsError
fnames = [f"{category}.{i}.jpg" for i in range(start_index, end_index)]
for fname in fnames:
shutil.copyfile(src=original_dir / fname,
dst=dir / fname)
make_subset("train", start_index=0, end_index=1000)
make_subset("validation", start_index=1000, end_index=1500)
make_subset("test", start_index=1500, end_index=2500)
# Define the original directory containing the training images
original_dir = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/train")
# Define the number of sample images you want to plot
num_samples = 18
# Plotting sample images
plt.figure(figsize=(12, 24))
for index in range(num_samples):
category = "cat" if index < num_samples // 2 else "dog"
image_index = index if category == "cat" else index - num_samples // 2
filename = f"{category}.{image_index}.jpg"
img_path = original_dir / filename
img = load_img(img_path, target_size=(150, 150)) # Adjust target_size as needed
plt.subplot(6, 3, index+1)
plt.imshow(img)
plt.xlabel(filename + ' (' + category + ')' )
plt.tight_layout()
plt.show()
data_folder = pathlib.Path("../CSCN8010-labs/data/kaggle_dogs_vs_cats_small")
train_dir = data_folder / "train"
filenames = os.listdir(train_dir)
labels = [str(x)[:3] for x in filenames]
train_df = pd.DataFrame({'filename': filenames, 'label': labels})
train_df.head()
| filename | label | |
|---|---|---|
| 0 | cat | cat |
| 1 | dog | dog |
subset_names = ["train", "validation", "test"]
categories = ["cat", "dog"]
counts = []
for subset_name in subset_names:
subset_counts = []
for category in categories:
subset_dir = data_folder / subset_name / category
count = len(os.listdir(subset_dir))
subset_counts.append(count)
counts.append(subset_counts)
# Create traces for each category
traces = []
for i, category in enumerate(categories):
trace = go.Bar(
x=subset_names,
y=[count[i] for count in counts],
name=category
)
traces.append(trace)
# Layout
layout = go.Layout(
title='Distribution of Data Subset',
xaxis=dict(title='Subset'),
yaxis=dict(title='Number of Files'),
barmode='group'
)
# Create figure
fig = go.Figure(data=traces, layout=layout)
# Show plot
fig.show()
from PIL import Image
# Define the path to the train directory
data_folder = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small")
# Define paths to cat and dog images
cat_img_path = data_folder / "train" / "cat" / "cat.30.jpg"
dog_img_path = data_folder / "train" / "dog" / "dog.20.jpg"
# Create subplots
fig, axes = plt.subplots(1, 2, figsize=(10, 5))
# Plot cat image
cat_img = Image.open(cat_img_path)
axes[0].imshow(cat_img)
axes[0].set_title('Cat Image')
# Plot dog image
dog_img = Image.open(dog_img_path)
axes[1].imshow(dog_img)
axes[1].set_title('Dog Image')
# Show the plot
plt.show()
# Define the path to the train directory
train_dir = pathlib.Path("E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small/train")
# Count the number of 'cat' and 'dog' images
cat_count = len(os.listdir(train_dir / "cat"))
dog_count = len(os.listdir(train_dir / "dog"))
# Create a pie chart using Plotly
fig = go.Figure(data=[go.Pie(labels=['cat', 'dog'], values=[cat_count, dog_count])])
fig.update_layout(title_text="Count of Cat and Dog Images")
# Show the plot
fig.show()
train_dataset = image_dataset_from_directory(
data_folder / "train",
image_size=(180, 180),
batch_size=32)
validation_dataset = image_dataset_from_directory(
data_folder / "validation",
image_size=(180, 180),
batch_size=32)
test_dataset = image_dataset_from_directory(
data_folder / "test",
image_size=(180, 180),
batch_size=32)
Found 2000 files belonging to 2 classes. Found 1100 files belonging to 2 classes. Found 2200 files belonging to 2 classes.
inputs = keras.Input(shape=(180, 180, 3))
x = layers.Rescaling(1./255)(inputs)
x = layers.Conv2D(filters=32, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=64, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=128, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.Flatten()(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs=inputs, outputs=outputs)
model.summary()
Model: "model"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_1 (InputLayer) [(None, 180, 180, 3)] 0
rescaling (Rescaling) (None, 180, 180, 3) 0
conv2d (Conv2D) (None, 178, 178, 32) 896
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_1 (InputLayer) [(None, 180, 180, 3)] 0
rescaling (Rescaling) (None, 180, 180, 3) 0
conv2d (Conv2D) (None, 178, 178, 32) 896
max_pooling2d (MaxPooling2D (None, 89, 89, 32) 0
)
conv2d_1 (Conv2D) (None, 87, 87, 64) 18496
max_pooling2d_1 (MaxPooling (None, 43, 43, 64) 0
2D)
conv2d_2 (Conv2D) (None, 41, 41, 128) 73856
max_pooling2d_2 (MaxPooling (None, 20, 20, 128) 0
2D)
conv2d_3 (Conv2D) (None, 18, 18, 256) 295168
max_pooling2d_3 (MaxPooling (None, 9, 9, 256) 0
2D)
conv2d_4 (Conv2D) (None, 7, 7, 256) 590080
flatten (Flatten) (None, 12544) 0
dense (Dense) (None, 1) 12545
=================================================================
Total params: 991,041
Trainable params: 991,041
Non-trainable params: 0
_________________________________________________________________
model.compile(loss="binary_crossentropy",
optimizer="rmsprop",
metrics=["accuracy"])
class CustomCallback(keras.callbacks.Callback):
def __init__(self):
super(CustomCallback, self).__init__()
self.best_val_accuracy = 0.0
self.best_epoch = 0
def on_epoch_end(self, epoch, logs=None):
val_accuracy = logs.get('val_accuracy')
if val_accuracy is not None and val_accuracy > self.best_val_accuracy:
self.best_val_accuracy = val_accuracy
self.best_epoch = epoch + 1
# Create a custom callback instance
custom_callback = CustomCallback()
# Create ModelCheckpoint callback
model_checkpoint_callback = keras.callbacks.ModelCheckpoint(
filepath="./models/convnet_from_scratch.keras",
save_best_only=True,
monitor="val_loss"
)
# Train the model with custom and ModelCheckpoint callbacks
history = model.fit(
train_dataset,
epochs=30,
validation_data=validation_dataset,
callbacks=[custom_callback, model_checkpoint_callback]
)
# Print the epoch with the highest validation accuracy
print("Epoch with the highest validation accuracy:", custom_callback.best_epoch)
Epoch 1/30 63/63 [==============================] - 84s 1s/step - loss: 0.7038 - accuracy: 0.5130 - val_loss: 0.6917 - val_accuracy: 0.5000 Epoch 2/30 63/63 [==============================] - 71s 1s/step - loss: 0.6922 - accuracy: 0.5255 - val_loss: 0.6848 - val_accuracy: 0.6327 Epoch 3/30 63/63 [==============================] - 69s 1s/step - loss: 0.6806 - accuracy: 0.5935 - val_loss: 0.6436 - val_accuracy: 0.6273 Epoch 4/30 63/63 [==============================] - 66s 1s/step - loss: 0.6491 - accuracy: 0.6235 - val_loss: 0.6390 - val_accuracy: 0.6500 Epoch 5/30 63/63 [==============================] - 69s 1s/step - loss: 0.6015 - accuracy: 0.6740 - val_loss: 0.6262 - val_accuracy: 0.6282 Epoch 6/30 63/63 [==============================] - 77s 1s/step - loss: 0.5744 - accuracy: 0.6995 - val_loss: 0.6362 - val_accuracy: 0.6336 Epoch 7/30 63/63 [==============================] - 73s 1s/step - loss: 0.5399 - accuracy: 0.7210 - val_loss: 0.7805 - val_accuracy: 0.6473 Epoch 8/30 63/63 [==============================] - 79s 1s/step - loss: 0.5061 - accuracy: 0.7475 - val_loss: 0.5991 - val_accuracy: 0.6982 Epoch 9/30 63/63 [==============================] - 81s 1s/step - loss: 0.4756 - accuracy: 0.7820 - val_loss: 0.6097 - val_accuracy: 0.7291 Epoch 10/30 63/63 [==============================] - 75s 1s/step - loss: 0.4735 - accuracy: 0.7905 - val_loss: 0.5588 - val_accuracy: 0.7264 Epoch 11/30 63/63 [==============================] - 73s 1s/step - loss: 0.4065 - accuracy: 0.8160 - val_loss: 0.6691 - val_accuracy: 0.6900 Epoch 12/30 63/63 [==============================] - 75s 1s/step - loss: 0.3477 - accuracy: 0.8455 - val_loss: 0.7754 - val_accuracy: 0.6991 Epoch 13/30 63/63 [==============================] - 74s 1s/step - loss: 0.3001 - accuracy: 0.8725 - val_loss: 0.6572 - val_accuracy: 0.7518 Epoch 14/30 63/63 [==============================] - 74s 1s/step - loss: 0.2448 - accuracy: 0.8945 - val_loss: 0.7548 - val_accuracy: 0.7200 Epoch 15/30 63/63 [==============================] - 72s 1s/step - loss: 0.1871 - accuracy: 0.9255 - val_loss: 1.0245 - val_accuracy: 0.7418 Epoch 16/30 63/63 [==============================] - 72s 1s/step - loss: 0.1704 - accuracy: 0.9350 - val_loss: 1.1807 - val_accuracy: 0.7473 Epoch 17/30 63/63 [==============================] - 73s 1s/step - loss: 0.1284 - accuracy: 0.9565 - val_loss: 1.2136 - val_accuracy: 0.7382 Epoch 18/30 63/63 [==============================] - 73s 1s/step - loss: 0.1461 - accuracy: 0.9535 - val_loss: 1.2074 - val_accuracy: 0.7409 Epoch 19/30 63/63 [==============================] - 77s 1s/step - loss: 0.0754 - accuracy: 0.9790 - val_loss: 1.2473 - val_accuracy: 0.7627 Epoch 20/30 63/63 [==============================] - 74s 1s/step - loss: 0.0603 - accuracy: 0.9780 - val_loss: 1.3154 - val_accuracy: 0.7609 Epoch 21/30 63/63 [==============================] - 73s 1s/step - loss: 0.0836 - accuracy: 0.9695 - val_loss: 1.3274 - val_accuracy: 0.7436 Epoch 22/30 63/63 [==============================] - 73s 1s/step - loss: 0.0560 - accuracy: 0.9780 - val_loss: 1.5725 - val_accuracy: 0.7400 Epoch 23/30 63/63 [==============================] - 73s 1s/step - loss: 0.0623 - accuracy: 0.9800 - val_loss: 1.5830 - val_accuracy: 0.7336 Epoch 24/30 63/63 [==============================] - 73s 1s/step - loss: 0.0683 - accuracy: 0.9810 - val_loss: 1.4877 - val_accuracy: 0.7518 Epoch 25/30 63/63 [==============================] - 73s 1s/step - loss: 0.0517 - accuracy: 0.9805 - val_loss: 1.8151 - val_accuracy: 0.7227 Epoch 26/30 63/63 [==============================] - 74s 1s/step - loss: 0.0321 - accuracy: 0.9905 - val_loss: 1.9903 - val_accuracy: 0.7073 Epoch 27/30 63/63 [==============================] - 74s 1s/step - loss: 0.0711 - accuracy: 0.9780 - val_loss: 1.8876 - val_accuracy: 0.7218 Epoch 28/30 63/63 [==============================] - 74s 1s/step - loss: 0.0310 - accuracy: 0.9890 - val_loss: 2.4012 - val_accuracy: 0.7018 Epoch 29/30 63/63 [==============================] - 72s 1s/step - loss: 0.0442 - accuracy: 0.9865 - val_loss: 2.0525 - val_accuracy: 0.7136 Epoch 30/30 63/63 [==============================] - 74s 1s/step - loss: 0.0325 - accuracy: 0.9895 - val_loss: 2.3528 - val_accuracy: 0.7255 Epoch with the highest validation accuracy: 19
def plot_model_history(model_history, acc='accuracy', val_acc='val_accuracy'):
fig, axs = plt.subplots(1, 2, figsize=(15, 5))
axs[0].plot(range(1, len(model_history.history[acc]) + 1), model_history.history[acc])
axs[0].plot(range(1, len(model_history.history[val_acc]) + 1), model_history.history[val_acc])
axs[0].set_title('Model Accuracy')
axs[0].set_ylabel('Accuracy')
axs[0].set_xlabel('Epoch')
axs[0].set_xticks(np.arange(1, len(model_history.history[acc]) + 1))
axs[0].legend(['train', 'val'], loc='best')
axs[1].plot(range(1, len(model_history.history['loss']) + 1), model_history.history['loss'])
axs[1].plot(range(1, len(model_history.history['val_loss']) + 1), model_history.history['val_loss'])
axs[1].set_title('Model Loss')
axs[1].set_ylabel('Loss')
axs[1].set_xlabel('Epoch')
axs[1].set_xticks(np.arange(1, len(model_history.history['loss']) + 1))
axs[1].legend(['train', 'val'], loc='best')
plt.show()
plot_model_history(history)
Validation Accuracy:
Model 1: Achieved its highest validation accuracy of approximately 72.55% at epoch 19. After that model starts overfitting
conv_base = keras.applications.vgg16.VGG16(
weights="imagenet",
include_top=False)
conv_base.trainable = False
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_2 (InputLayer) [(None, None, None, 3)] 0
block1_conv1 (Conv2D) (None, None, None, 64) 1792
block1_conv2 (Conv2D) (None, None, None, 64) 36928
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_2 (InputLayer) [(None, None, None, 3)] 0
block1_conv1 (Conv2D) (None, None, None, 64) 1792
block1_conv2 (Conv2D) (None, None, None, 64) 36928
block1_pool (MaxPooling2D) (None, None, None, 64) 0
block2_conv1 (Conv2D) (None, None, None, 128) 73856
block2_conv2 (Conv2D) (None, None, None, 128) 147584
block2_pool (MaxPooling2D) (None, None, None, 128) 0
block3_conv1 (Conv2D) (None, None, None, 256) 295168
block3_conv2 (Conv2D) (None, None, None, 256) 590080
block3_conv3 (Conv2D) (None, None, None, 256) 590080
block3_pool (MaxPooling2D) (None, None, None, 256) 0
block4_conv1 (Conv2D) (None, None, None, 512) 1180160
block4_conv2 (Conv2D) (None, None, None, 512) 2359808
block4_conv3 (Conv2D) (None, None, None, 512) 2359808
block4_pool (MaxPooling2D) (None, None, None, 512) 0
block5_conv1 (Conv2D) (None, None, None, 512) 2359808
block5_conv2 (Conv2D) (None, None, None, 512) 2359808
block5_conv3 (Conv2D) (None, None, None, 512) 2359808
block5_pool (MaxPooling2D) (None, None, None, 512) 0
=================================================================
Total params: 14,714,688
Trainable params: 0
Non-trainable params: 14,714,688
_________________________________________________________________
data_augmentation = keras.Sequential(
[
layers.RandomFlip("horizontal"),
layers.RandomRotation(0.1),
layers.RandomZoom(0.2),
]
)
inputs = keras.Input(shape=(180, 180, 3))
x = data_augmentation(inputs)
x = keras.applications.vgg16.preprocess_input(x)
x = conv_base(x)
x = layers.Flatten()(x)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)
model.summary()
Model: "model_1"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_3 (InputLayer) [(None, 180, 180, 3)] 0
sequential (Sequential) (None, 180, 180, 3) 0
tf.__operators__.getitem (S (None, 180, 180, 3) 0
licingOpLambda)
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_3 (InputLayer) [(None, 180, 180, 3)] 0
sequential (Sequential) (None, 180, 180, 3) 0
tf.__operators__.getitem (S (None, 180, 180, 3) 0
licingOpLambda)
tf.nn.bias_add (TFOpLambda) (None, 180, 180, 3) 0
vgg16 (Functional) (None, None, None, 512) 14714688
flatten_1 (Flatten) (None, 12800) 0
dense_1 (Dense) (None, 256) 3277056
dropout (Dropout) (None, 256) 0
dense_2 (Dense) (None, 1) 257
=================================================================
Total params: 17,992,001
Trainable params: 3,277,313
Non-trainable params: 14,714,688
_________________________________________________________________
model.compile(loss="binary_crossentropy",
optimizer="rmsprop",
metrics=["accuracy"])
# Define custom callback
class CustomCallback(callbacks.Callback):
def __init__(self):
super(CustomCallback, self).__init__()
self.best_val_accuracy = 0.0
self.best_epoch = 0
def on_epoch_end(self, epoch, logs=None):
val_accuracy = logs.get('val_accuracy')
if val_accuracy is not None and val_accuracy > self.best_val_accuracy:
self.best_val_accuracy = val_accuracy
self.best_epoch = epoch + 1
# Create a custom callback instance
custom_callback = CustomCallback()
# Create ModelCheckpoint callback
model_checkpoint_callback = callbacks.ModelCheckpoint(
filepath="./models/vgg16_best_epoch.keras",
save_best_only=True,
monitor="val_loss"
)
# Train the model with custom and ModelCheckpoint callbacks
history = model.fit(
train_dataset,
epochs=50,
validation_data=validation_dataset,
callbacks=[custom_callback, model_checkpoint_callback]
)
# Print the epoch with the highest validation accuracy
print("Epoch with the highest validation accuracy:", custom_callback.best_epoch)
Epoch 1/50 63/63 [==============================] - 429s 7s/step - loss: 18.9898 - accuracy: 0.8930 - val_loss: 10.5139 - val_accuracy: 0.9427 Epoch 2/50 63/63 [==============================] - 428s 7s/step - loss: 8.7238 - accuracy: 0.9480 - val_loss: 5.6730 - val_accuracy: 0.9700 Epoch 3/50 63/63 [==============================] - 414s 7s/step - loss: 6.4355 - accuracy: 0.9595 - val_loss: 3.0872 - val_accuracy: 0.9791 Epoch 4/50 63/63 [==============================] - 405s 6s/step - loss: 5.8012 - accuracy: 0.9640 - val_loss: 3.3771 - val_accuracy: 0.9782 Epoch 5/50 63/63 [==============================] - 472s 8s/step - loss: 4.4299 - accuracy: 0.9645 - val_loss: 5.0346 - val_accuracy: 0.9755 Epoch 6/50 63/63 [==============================] - 437s 7s/step - loss: 4.4837 - accuracy: 0.9640 - val_loss: 3.7309 - val_accuracy: 0.9736 Epoch 7/50 63/63 [==============================] - 448s 7s/step - loss: 3.9992 - accuracy: 0.9690 - val_loss: 3.9567 - val_accuracy: 0.9736 Epoch 8/50 63/63 [==============================] - 405s 6s/step - loss: 4.0766 - accuracy: 0.9715 - val_loss: 4.4915 - val_accuracy: 0.9773 Epoch 9/50 63/63 [==============================] - 402s 6s/step - loss: 2.8766 - accuracy: 0.9735 - val_loss: 3.0766 - val_accuracy: 0.9791 Epoch 10/50 63/63 [==============================] - 412s 7s/step - loss: 2.5077 - accuracy: 0.9760 - val_loss: 3.1392 - val_accuracy: 0.9827 Epoch 11/50 63/63 [==============================] - 445s 7s/step - loss: 2.7845 - accuracy: 0.9735 - val_loss: 4.0076 - val_accuracy: 0.9782 Epoch 12/50 63/63 [==============================] - 428s 7s/step - loss: 1.7875 - accuracy: 0.9790 - val_loss: 4.6702 - val_accuracy: 0.9736 Epoch 13/50 63/63 [==============================] - 434s 7s/step - loss: 2.6495 - accuracy: 0.9790 - val_loss: 3.6993 - val_accuracy: 0.9809 Epoch 14/50 63/63 [==============================] - 398s 6s/step - loss: 1.8980 - accuracy: 0.9795 - val_loss: 2.4026 - val_accuracy: 0.9818 Epoch 15/50 63/63 [==============================] - 392s 6s/step - loss: 1.5892 - accuracy: 0.9800 - val_loss: 3.1430 - val_accuracy: 0.9818 Epoch 16/50 63/63 [==============================] - 393s 6s/step - loss: 0.9905 - accuracy: 0.9865 - val_loss: 2.8666 - val_accuracy: 0.9818 Epoch 17/50 63/63 [==============================] - 393s 6s/step - loss: 2.6022 - accuracy: 0.9735 - val_loss: 3.9413 - val_accuracy: 0.9782 Epoch 18/50 63/63 [==============================] - 393s 6s/step - loss: 1.5982 - accuracy: 0.9820 - val_loss: 3.8843 - val_accuracy: 0.9791 Epoch 19/50 63/63 [==============================] - 394s 6s/step - loss: 1.7651 - accuracy: 0.9795 - val_loss: 2.8575 - val_accuracy: 0.9791 Epoch 20/50 63/63 [==============================] - 395s 6s/step - loss: 1.3002 - accuracy: 0.9825 - val_loss: 2.2268 - val_accuracy: 0.9818 Epoch 21/50 63/63 [==============================] - 392s 6s/step - loss: 1.2275 - accuracy: 0.9840 - val_loss: 3.7901 - val_accuracy: 0.9727 Epoch 22/50 63/63 [==============================] - 395s 6s/step - loss: 1.0817 - accuracy: 0.9875 - val_loss: 5.5952 - val_accuracy: 0.9673 Epoch 23/50 63/63 [==============================] - 402s 6s/step - loss: 1.4732 - accuracy: 0.9815 - val_loss: 3.2885 - val_accuracy: 0.9755 Epoch 24/50 63/63 [==============================] - 402s 6s/step - loss: 0.5893 - accuracy: 0.9890 - val_loss: 2.4825 - val_accuracy: 0.9800 Epoch 25/50 63/63 [==============================] - 407s 6s/step - loss: 1.0898 - accuracy: 0.9875 - val_loss: 2.5617 - val_accuracy: 0.9818 Epoch 26/50 63/63 [==============================] - 408s 7s/step - loss: 1.0043 - accuracy: 0.9865 - val_loss: 2.1030 - val_accuracy: 0.9791 Epoch 27/50 63/63 [==============================] - 447s 7s/step - loss: 1.0263 - accuracy: 0.9845 - val_loss: 3.0885 - val_accuracy: 0.9791 Epoch 28/50 63/63 [==============================] - 403s 6s/step - loss: 0.8131 - accuracy: 0.9845 - val_loss: 3.2523 - val_accuracy: 0.9755 Epoch 29/50 63/63 [==============================] - 401s 6s/step - loss: 0.8720 - accuracy: 0.9875 - val_loss: 3.0003 - val_accuracy: 0.9782 Epoch 30/50 63/63 [==============================] - 402s 6s/step - loss: 0.8259 - accuracy: 0.9845 - val_loss: 2.5879 - val_accuracy: 0.9845 Epoch 31/50 63/63 [==============================] - 402s 6s/step - loss: 0.6007 - accuracy: 0.9900 - val_loss: 3.3726 - val_accuracy: 0.9764 Epoch 32/50 63/63 [==============================] - 405s 6s/step - loss: 0.7524 - accuracy: 0.9895 - val_loss: 2.8254 - val_accuracy: 0.9809 Epoch 33/50 63/63 [==============================] - 406s 6s/step - loss: 0.6869 - accuracy: 0.9860 - val_loss: 3.2460 - val_accuracy: 0.9773 Epoch 34/50 63/63 [==============================] - 403s 6s/step - loss: 0.7872 - accuracy: 0.9840 - val_loss: 2.6570 - val_accuracy: 0.9818 Epoch 35/50 63/63 [==============================] - 404s 6s/step - loss: 0.9501 - accuracy: 0.9865 - val_loss: 3.5186 - val_accuracy: 0.9745 Epoch 36/50 63/63 [==============================] - 416s 7s/step - loss: 0.6542 - accuracy: 0.9890 - val_loss: 2.2457 - val_accuracy: 0.9827 Epoch 37/50 63/63 [==============================] - 400s 6s/step - loss: 0.7074 - accuracy: 0.9875 - val_loss: 2.4508 - val_accuracy: 0.9800 Epoch 38/50 63/63 [==============================] - 403s 6s/step - loss: 0.8168 - accuracy: 0.9895 - val_loss: 2.2506 - val_accuracy: 0.9809 Epoch 39/50 63/63 [==============================] - 404s 6s/step - loss: 1.0476 - accuracy: 0.9835 - val_loss: 1.9038 - val_accuracy: 0.9782 Epoch 40/50 63/63 [==============================] - 406s 6s/step - loss: 0.4931 - accuracy: 0.9930 - val_loss: 1.8380 - val_accuracy: 0.9845 Epoch 41/50 63/63 [==============================] - 403s 6s/step - loss: 0.6944 - accuracy: 0.9870 - val_loss: 2.0760 - val_accuracy: 0.9773 Epoch 42/50 63/63 [==============================] - 402s 6s/step - loss: 0.5633 - accuracy: 0.9905 - val_loss: 2.3991 - val_accuracy: 0.9809 Epoch 43/50 63/63 [==============================] - 402s 6s/step - loss: 0.7554 - accuracy: 0.9865 - val_loss: 2.2138 - val_accuracy: 0.9782 Epoch 44/50 63/63 [==============================] - 402s 6s/step - loss: 0.8114 - accuracy: 0.9860 - val_loss: 1.9603 - val_accuracy: 0.9800 Epoch 45/50 63/63 [==============================] - 402s 6s/step - loss: 0.6742 - accuracy: 0.9885 - val_loss: 1.5260 - val_accuracy: 0.9809 Epoch 46/50 63/63 [==============================] - 401s 6s/step - loss: 0.6483 - accuracy: 0.9860 - val_loss: 1.8715 - val_accuracy: 0.9782 Epoch 47/50 63/63 [==============================] - 402s 6s/step - loss: 0.5898 - accuracy: 0.9880 - val_loss: 1.3116 - val_accuracy: 0.9818 Epoch 48/50 63/63 [==============================] - 402s 6s/step - loss: 0.7004 - accuracy: 0.9870 - val_loss: 3.1342 - val_accuracy: 0.9755 Epoch 49/50 63/63 [==============================] - 403s 6s/step - loss: 0.6994 - accuracy: 0.9870 - val_loss: 2.2519 - val_accuracy: 0.9782 Epoch 50/50 63/63 [==============================] - 402s 6s/step - loss: 0.6669 - accuracy: 0.9880 - val_loss: 2.6975 - val_accuracy: 0.9709 Epoch with the highest validation accuracy: 30
def plot_model_history(model_history, acc='accuracy', val_acc='val_accuracy'):
fig, axs = plt.subplots(1, 2, figsize=(15, 5))
axs[0].plot(range(1, len(model_history.history[acc]) + 1), model_history.history[acc])
axs[0].plot(range(1, len(model_history.history[val_acc]) + 1), model_history.history[val_acc])
axs[0].set_title('Model Accuracy')
axs[0].set_ylabel('Accuracy')
axs[0].set_xlabel('Epoch')
axs[0].set_xticks(np.arange(1, len(model_history.history[acc]) + 1))
axs[0].legend(['train', 'val'], loc='best')
axs[1].plot(range(1, len(model_history.history['loss']) + 1), model_history.history['loss'])
axs[1].plot(range(1, len(model_history.history['val_loss']) + 1), model_history.history['val_loss'])
axs[1].set_title('Model Loss')
axs[1].set_ylabel('Loss')
axs[1].set_xlabel('Epoch')
axs[1].set_xticks(np.arange(1, len(model_history.history['loss']) + 1))
axs[1].legend(['train', 'val'], loc='best')
plt.show()
plot_model_history(history)
Validation Accuracy:
Model 2: Achieved its highest validation accuracy of approximately 98.27% at epoch 30. After that model starts over fitting
# Define paths and batch size
test_data_dir = 'E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small/test'
best_model_1_path = './models/convnet_from_scratch.keras'
best_model_2_path = './models/vgg16_best_epoch.keras'
batch_size = 32
# Load the test dataset using ImageDataGenerator
test_datagen = ImageDataGenerator(rescale=1./255) # Rescale pixel values
test_generator = test_datagen.flow_from_directory(
test_data_dir,
target_size=(180, 180),
batch_size=batch_size,
class_mode='binary',
shuffle=False) # Disable shuffling for evaluation
# Load the best versions of each model
best_model_1 = load_model(best_model_1_path)
best_model_2 = load_model(best_model_2_path)
# Evaluate model 1
model_1_evaluation = best_model_1.evaluate(test_generator, verbose=0)
print("Model 1 Evaluation:")
print("Test Loss:", model_1_evaluation[0])
print("Test Accuracy:", model_1_evaluation[1])
# Evaluate model 2
model_2_evaluation = best_model_2.evaluate(test_generator, verbose=0)
print("\nModel 2 Evaluation:")
print("Test Loss:", model_2_evaluation[0])
print("Test Accuracy:", model_2_evaluation[1])
# Get predictions for both models
y_true = test_generator.classes
y_pred_model_1 = np.squeeze(best_model_1.predict(test_generator))
y_pred_model_2 = np.squeeze(best_model_2.predict(test_generator))
# Calculate confusion matrices
cm_model_1 = confusion_matrix(y_true, y_pred_model_1 > 0.5)
cm_model_2 = confusion_matrix(y_true, y_pred_model_2 > 0.5)
# Plot confusion matrices
plt.figure(figsize=(12, 6))
plt.subplot(1, 2, 1)
plt.title("Confusion Matrix - Model 1")
plt.imshow(cm_model_1, cmap=plt.cm.Blues, interpolation='nearest')
plt.colorbar()
plt.xlabel("Predicted Label")
plt.ylabel("True Label")
plt.xticks([0, 1], ["Cat", "Dog"])
plt.yticks([0, 1], ["Cat", "Dog"])
plt.subplot(1, 2, 2)
plt.title("Confusion Matrix - Model 2")
plt.imshow(cm_model_2, cmap=plt.cm.Blues, interpolation='nearest')
plt.colorbar()
plt.xlabel("Predicted Label")
plt.ylabel("True Label")
plt.xticks([0, 1], ["Cat", "Dog"])
plt.yticks([0, 1], ["Cat", "Dog"])
plt.show()
# Calculate precision, recall, and F1-score for both models
print("\nModel 1 Classification Report:")
print(classification_report(y_true, y_pred_model_1 > 0.5, target_names=['Cat', 'Dog']))
print("\nModel 2 Classification Report:")
print(classification_report(y_true, y_pred_model_2 > 0.5, target_names=['Cat', 'Dog']))
# Calculate precision-recall curve for both models
precision_model_1, recall_model_1, _ = precision_recall_curve(y_true, y_pred_model_1)
precision_model_2, recall_model_2, _ = precision_recall_curve(y_true, y_pred_model_2)
# Plot precision-recall curve
plt.figure(figsize=(8, 6))
plt.plot(recall_model_1, precision_model_1, label='Model 1')
plt.plot(recall_model_2, precision_model_2, label='Model 2')
plt.xlabel('Recall')
plt.ylabel('Precision')
plt.title('Precision-Recall Curve')
plt.legend()
plt.grid(True)
plt.show()
Found 2200 images belonging to 2 classes. Model 1 Evaluation: Test Loss: 3.610851526260376 Test Accuracy: 0.5 Model 2 Evaluation: Test Loss: 6.19694709777832 Test Accuracy: 0.5 69/69 [==============================] - 19s 271ms/step 69/69 [==============================] - 277s 4s/step
Model 1 Classification Report:
precision recall f1-score support
Cat 0.50 1.00 0.67 1100
Dog 0.00 0.00 0.00 1100
accuracy 0.50 2200
macro avg 0.25 0.50 0.33 2200
weighted avg 0.25 0.50 0.33 2200
Model 2 Classification Report:
precision recall f1-score support
Cat 0.50 1.00 0.67 1100
Dog 0.00 0.00 0.00 1100
accuracy 0.50 2200
macro avg 0.25 0.50 0.33 2200
weighted avg 0.25 0.50 0.33 2200
e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior. e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior. e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior. e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior. e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior. e:\courses_conestoga\CSCN8010-Course\CSCN8010\venv\tensorflow_cpu\Lib\site-packages\sklearn\metrics\_classification.py:1469: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
test_dir = "E:/courses_conestoga/CSCN8010-labs/data/kaggle_dogs_vs_cats_small/test"
test_filenames = []
# Get the filenames of all images in the "cat" and "dog" subdirectories
for category in ["cat", "dog"]:
category_dir = os.path.join(test_dir, category)
filenames = os.listdir(category_dir)
test_filenames.extend([os.path.join(category, fname) for fname in filenames])
# Make predictions for each image
predictions = []
for filename in test_filenames:
img_path = os.path.join(test_dir, filename)
img = load_img(img_path, target_size=(180, 180)) # Assuming model input size is (180, 180)
img_array = np.expand_dims(img, axis=0) / 255.0 # Normalize pixel values
prediction = model.predict(img_array)
predictions.append(prediction)
# Convert predictions to binary categories based on the threshold
threshold = 0.5
binary_predictions = [1 if pred > threshold else 0 for pred in predictions]
1/1 [==============================] - 0s 316ms/step 1/1 [==============================] - 0s 316ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 132ms/step 1/1 [==============================] - 0s 127ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 132ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 172ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 130ms/step 1/1 [==============================] - 0s 128ms/step 1/1 [==============================] - 0s 129ms/step 1/1 [==============================] - 0s 131ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 125ms/step 1/1 [==============================] - 0s 128ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 125ms/step 1/1 [==============================] - 0s 126ms/step 1/1 [==============================] - 0s 125ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 126ms/step 1/1 [==============================] - 0s 126ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 198ms/step 1/1 [==============================] - 0s 199ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 180ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 184ms/step 1/1 [==============================] - 0s 173ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 186ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 164ms/step 1/1 [==============================] - 0s 173ms/step 1/1 [==============================] - 0s 181ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 217ms/step 1/1 [==============================] - 0s 184ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 168ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 179ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 182ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 178ms/step 1/1 [==============================] - 0s 168ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 182ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 172ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 184ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 163ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 168ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 170ms/step 1/1 [==============================] - 0s 180ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 180ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 179ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 179ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 182ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 172ms/step 1/1 [==============================] - 0s 182ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 184ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 171ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 171ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 184ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 163ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 185ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 175ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 171ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 193ms/step 1/1 [==============================] - 0s 174ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 200ms/step 1/1 [==============================] - 0s 175ms/step 1/1 [==============================] - 0s 181ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 205ms/step 1/1 [==============================] - 0s 185ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 168ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 174ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 178ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 174ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 168ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 163ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 164ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 169ms/step 1/1 [==============================] - 0s 192ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 169ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 163ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 176ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 164ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 172ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 168ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 174ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 170ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 175ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 164ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 182ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 169ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 202ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 163ms/step 1/1 [==============================] - 0s 174ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 116ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 130ms/step 1/1 [==============================] - 0s 130ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 131ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 132ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 130ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 130ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 131ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 127ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 182ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 182ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 128ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 164ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 132ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 186ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 132ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 130ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 117ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 137ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 169ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 171ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 130ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 131ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 164ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 198ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 132ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 174ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 176ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 168ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 142ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 160ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 138ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 164ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 155ms/step 1/1 [==============================] - 0s 147ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 136ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 144ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 140ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 161ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 157ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 158ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 153ms/step 1/1 [==============================] - 0s 163ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 159ms/step 1/1 [==============================] - 0s 152ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 162ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 139ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 149ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 151ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 166ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 143ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 156ms/step 1/1 [==============================] - 0s 146ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 165ms/step 1/1 [==============================] - 0s 167ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 141ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 154ms/step 1/1 [==============================] - 0s 148ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 134ms/step 1/1 [==============================] - 0s 183ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 145ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 135ms/step 1/1 [==============================] - 0s 150ms/step 1/1 [==============================] - 0s 133ms/step
# Display images with their corresponding predictions
plt.figure(figsize=(12, 12))
for i, filename in enumerate(test_filenames[:9]):
img_path = os.path.join(test_dir, filename)
img = load_img(img_path, target_size=(180, 180))
plt.subplot(3, 3, i+1)
plt.imshow(img)
plt.title(f"Prediction: {binary_predictions[i]}")
plt.axis("off")
plt.tight_layout()
plt.show()
This prediction is based on model -1 which is loaded and predictions are accurate based on cats
# Get binary predictions for both models
binary_predictions_model_1 = (y_pred_model_1 > threshold).astype(int)
binary_predictions_model_2 = (y_pred_model_2 > threshold).astype(int)
# Calculate incorrect predictions for Model 1
incorrect_predictions_model_1 = []
for i, filename in enumerate(test_generator.filenames):
actual_label = "dog" if y_true[i] == 1 else "cat"
predicted_label = "dog" if binary_predictions_model_1[i] == 1 else "cat"
if actual_label != predicted_label:
incorrect_predictions_model_1.append((filename, actual_label, predicted_label))
# Calculate incorrect predictions for Model 2
incorrect_predictions_model_2 = []
for i, filename in enumerate(test_generator.filenames):
actual_label = "dog" if y_true[i] == 1 else "cat"
predicted_label = "dog" if binary_predictions_model_2[i] == 1 else "cat"
if actual_label != predicted_label:
incorrect_predictions_model_2.append((filename, actual_label, predicted_label))
# Display information about incorrect predictions for Model 1
print("Incorrect Predictions for Model 1:")
for filename, actual_label, predicted_label in incorrect_predictions_model_1:
print(f"Filename: {filename}, Actual Label: {actual_label}, Predicted Label: {predicted_label}")
Incorrect Predictions for Model 1: Filename: dog\dog.150.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1500.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1501.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1502.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1503.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1504.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1505.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1506.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1507.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1508.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1509.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.151.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1510.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1511.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1512.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1513.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1514.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1515.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1516.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1517.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1518.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1519.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.152.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1520.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1521.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1522.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1523.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1524.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1525.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1526.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1527.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1528.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1529.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.153.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1530.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1531.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1532.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1533.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1534.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1535.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1536.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1537.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1538.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1539.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.154.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1540.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1541.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1542.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1543.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1544.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1545.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1546.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1547.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1548.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1549.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.155.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1550.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1551.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1552.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1553.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1554.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1555.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1556.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1557.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1558.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1559.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.156.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1560.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1561.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1562.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1563.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1564.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1565.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1566.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1567.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1568.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1569.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.157.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1570.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1571.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1572.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1573.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1574.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1575.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1576.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1577.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1578.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1579.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.158.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1580.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1581.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1582.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1583.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1584.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1585.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1586.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1587.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1588.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1589.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.159.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1590.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1591.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1592.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1593.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1594.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1595.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1596.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1597.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1598.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1599.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.160.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1600.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1601.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1602.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1603.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1604.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1605.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1606.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1607.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1608.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1609.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.161.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1610.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1611.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1612.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1613.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1614.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1615.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1616.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1617.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1618.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1619.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.162.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1620.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1621.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1622.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1623.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1624.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1625.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1626.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1627.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1628.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1629.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.163.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1630.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1631.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1632.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1633.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1634.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1635.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1636.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1637.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1638.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1639.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.164.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1640.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1641.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1642.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1643.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1644.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1645.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1646.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1647.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1648.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1649.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.165.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1650.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1651.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1652.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1653.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1654.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1655.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1656.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1657.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1658.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1659.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.166.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1660.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1661.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1662.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1663.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1664.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1665.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1666.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1667.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1668.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1669.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.167.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1670.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1671.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1672.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1673.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1674.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1675.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1676.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1677.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1678.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1679.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.168.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1680.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1681.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1682.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1683.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1684.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1685.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1686.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1687.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1688.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1689.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.169.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1690.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1691.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1692.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1693.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1694.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1695.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1696.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1697.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1698.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1699.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.170.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1700.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1701.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1702.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1703.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1704.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1705.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1706.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1707.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1708.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1709.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.171.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1710.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1711.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1712.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1713.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1714.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1715.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1716.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1717.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1718.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1719.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.172.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1720.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1721.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1722.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1723.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1724.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1725.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1726.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1727.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1728.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1729.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.173.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1730.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1731.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1732.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1733.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1734.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1735.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1736.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1737.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1738.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1739.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.174.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1740.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1741.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1742.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1743.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1744.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1745.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1746.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1747.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1748.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1749.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.175.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1750.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1751.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1752.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1753.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1754.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1755.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1756.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1757.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1758.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1759.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.176.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1760.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1761.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1762.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1763.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1764.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1765.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1766.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1767.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1768.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1769.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.177.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1770.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1771.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1772.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1773.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1774.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1775.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1776.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1777.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1778.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1779.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.178.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1780.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1781.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1782.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1783.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1784.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1785.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1786.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1787.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1788.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1789.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.179.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1790.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1791.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1792.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1793.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1794.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1795.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1796.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1797.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1798.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1799.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.180.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1800.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1801.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1802.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1803.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1804.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1805.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1806.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1807.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1808.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1809.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.181.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1810.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1811.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1812.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1813.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1814.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1815.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1816.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1817.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1818.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1819.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.182.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1820.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1821.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1822.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1823.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1824.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1825.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1826.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1827.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1828.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1829.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.183.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1830.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1831.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1832.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1833.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1834.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1835.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1836.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1837.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1838.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1839.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.184.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1840.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1841.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1842.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1843.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1844.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1845.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1846.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1847.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1848.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1849.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.185.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1850.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1851.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1852.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1853.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1854.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1855.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1856.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1857.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1858.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1859.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.186.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1860.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1861.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1862.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1863.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1864.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1865.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1866.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1867.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1868.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1869.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.187.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1870.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1871.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1872.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1873.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1874.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1875.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1876.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1877.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1878.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1879.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.188.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1880.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1881.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1882.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1883.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1884.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1885.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1886.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1887.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1888.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1889.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.189.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1890.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1891.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1892.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1893.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1894.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1895.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1896.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1897.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1898.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1899.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.190.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1900.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1901.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1902.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1903.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1904.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1905.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1906.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1907.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1908.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1909.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.191.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1910.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1911.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1912.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1913.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1914.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1915.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1916.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1917.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1918.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1919.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.192.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1920.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1921.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1922.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1923.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1924.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1925.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1926.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1927.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1928.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1929.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.193.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1930.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1931.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1932.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1933.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1934.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1935.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1936.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1937.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1938.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1939.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.194.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1940.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1941.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1942.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1943.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1944.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1945.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1946.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1947.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1948.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1949.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.195.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1950.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1951.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1952.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1953.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1954.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1955.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1956.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1957.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1958.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1959.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.196.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1960.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1961.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1962.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1963.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1964.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1965.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1966.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1967.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1968.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1969.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.197.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1970.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1971.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1972.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1973.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1974.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1975.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1976.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1977.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1978.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1979.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.198.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1980.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1981.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1982.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1983.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1984.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1985.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1986.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1987.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1988.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1989.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.199.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1990.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1991.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1992.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1993.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1994.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1995.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1996.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1997.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1998.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1999.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.200.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2000.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2001.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2002.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2003.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2004.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2005.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2006.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2007.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2008.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2009.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.201.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2010.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2011.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2012.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2013.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2014.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2015.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2016.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2017.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2018.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2019.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.202.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2020.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2021.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2022.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2023.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2024.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2025.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2026.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2027.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2028.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2029.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.203.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2030.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2031.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2032.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2033.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2034.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2035.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2036.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2037.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2038.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2039.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.204.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2040.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2041.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2042.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2043.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2044.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2045.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2046.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2047.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2048.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2049.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.205.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2050.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2051.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2052.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2053.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2054.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2055.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2056.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2057.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2058.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2059.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.206.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2060.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2061.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2062.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2063.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2064.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2065.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2066.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2067.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2068.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2069.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.207.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2070.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2071.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2072.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2073.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2074.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2075.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2076.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2077.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2078.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2079.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.208.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2080.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2081.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2082.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2083.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2084.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2085.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2086.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2087.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2088.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2089.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.209.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2090.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2091.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2092.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2093.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2094.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2095.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2096.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2097.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2098.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2099.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.210.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2100.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2101.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2102.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2103.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2104.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2105.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2106.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2107.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2108.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2109.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.211.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2110.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2111.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2112.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2113.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2114.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2115.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2116.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2117.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2118.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2119.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.212.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2120.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2121.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2122.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2123.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2124.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2125.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2126.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2127.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2128.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2129.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.213.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2130.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2131.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2132.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2133.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2134.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2135.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2136.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2137.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2138.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2139.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.214.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2140.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2141.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2142.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2143.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2144.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2145.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2146.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2147.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2148.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2149.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.215.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2150.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2151.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2152.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2153.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2154.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2155.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2156.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2157.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2158.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2159.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.216.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2160.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2161.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2162.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2163.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2164.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2165.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2166.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2167.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2168.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2169.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.217.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2170.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2171.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2172.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2173.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2174.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2175.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2176.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2177.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2178.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2179.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.218.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2180.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2181.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2182.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2183.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2184.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2185.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2186.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2187.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2188.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2189.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.219.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2190.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2191.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2192.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2193.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2194.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2195.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2196.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2197.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2198.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2199.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.220.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2200.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2201.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2202.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2203.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2204.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2205.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2206.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2207.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2208.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2209.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.221.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2210.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2211.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2212.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2213.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2214.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2215.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2216.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2217.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2218.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2219.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.222.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2220.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2221.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2222.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2223.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2224.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2225.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2226.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2227.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2228.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2229.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.223.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2230.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2231.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2232.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2233.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2234.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2235.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2236.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2237.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2238.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2239.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.224.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2240.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2241.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2242.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2243.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2244.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2245.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2246.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2247.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2248.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2249.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.225.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2250.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2251.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2252.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2253.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2254.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2255.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2256.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2257.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2258.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2259.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.226.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2260.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2261.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2262.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2263.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2264.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2265.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2266.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2267.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2268.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2269.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.227.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2270.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2271.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2272.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2273.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2274.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2275.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2276.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2277.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2278.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2279.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.228.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2280.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2281.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2282.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2283.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2284.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2285.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2286.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2287.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2288.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2289.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.229.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2290.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2291.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2292.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2293.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2294.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2295.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2296.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2297.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2298.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2299.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.230.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2300.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2301.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2302.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2303.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2304.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2305.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2306.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2307.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2308.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2309.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.231.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2310.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2311.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2312.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2313.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2314.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2315.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2316.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2317.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2318.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2319.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.232.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2320.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2321.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2322.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2323.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2324.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2325.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2326.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2327.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2328.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2329.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.233.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2330.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2331.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2332.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2333.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2334.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2335.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2336.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2337.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2338.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2339.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.234.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2340.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2341.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2342.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2343.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2344.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2345.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2346.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2347.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2348.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2349.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.235.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2350.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2351.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2352.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2353.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2354.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2355.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2356.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2357.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2358.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2359.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.236.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2360.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2361.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2362.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2363.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2364.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2365.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2366.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2367.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2368.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2369.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.237.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2370.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2371.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2372.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2373.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2374.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2375.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2376.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2377.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2378.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2379.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.238.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2380.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2381.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2382.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2383.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2384.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2385.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2386.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2387.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2388.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2389.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.239.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2390.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2391.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2392.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2393.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2394.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2395.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2396.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2397.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2398.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2399.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.240.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2400.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2401.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2402.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2403.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2404.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2405.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2406.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2407.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2408.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2409.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.241.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2410.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2411.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2412.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2413.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2414.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2415.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2416.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2417.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2418.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2419.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.242.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2420.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2421.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2422.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2423.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2424.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2425.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2426.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2427.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2428.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2429.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.243.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2430.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2431.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2432.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2433.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2434.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2435.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2436.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2437.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2438.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2439.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.244.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2440.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2441.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2442.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2443.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2444.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2445.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2446.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2447.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2448.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2449.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.245.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2450.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2451.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2452.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2453.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2454.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2455.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2456.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2457.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2458.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2459.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.246.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2460.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2461.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2462.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2463.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2464.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2465.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2466.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2467.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2468.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2469.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.247.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2470.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2471.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2472.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2473.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2474.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2475.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2476.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2477.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2478.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2479.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.248.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2480.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2481.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2482.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2483.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2484.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2485.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2486.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2487.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2488.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2489.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.249.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2490.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2491.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2492.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2493.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2494.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2495.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2496.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2497.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2498.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2499.jpg, Actual Label: dog, Predicted Label: cat
# Display information about incorrect predictions for Model 2
print("\nIncorrect Predictions for Model 2:")
for filename, actual_label, predicted_label in incorrect_predictions_model_2:
print(f"Filename: {filename}, Actual Label: {actual_label}, Predicted Label: {predicted_label}")
Incorrect Predictions for Model 2: Filename: dog\dog.150.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1500.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1501.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1502.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1503.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1504.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1505.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1506.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1507.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1508.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1509.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.151.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1510.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1511.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1512.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1513.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1514.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1515.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1516.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1517.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1518.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1519.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.152.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1520.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1521.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1522.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1523.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1524.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1525.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1526.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1527.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1528.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1529.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.153.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1530.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1531.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1532.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1533.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1534.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1535.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1536.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1537.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1538.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1539.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.154.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1540.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1541.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1542.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1543.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1544.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1545.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1546.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1547.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1548.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1549.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.155.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1550.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1551.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1552.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1553.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1554.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1555.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1556.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1557.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1558.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1559.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.156.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1560.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1561.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1562.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1563.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1564.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1565.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1566.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1567.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1568.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1569.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.157.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1570.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1571.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1572.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1573.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1574.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1575.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1576.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1577.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1578.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1579.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.158.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1580.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1581.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1582.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1583.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1584.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1585.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1586.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1587.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1588.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1589.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.159.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1590.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1591.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1592.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1593.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1594.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1595.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1596.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1597.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1598.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1599.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.160.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1600.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1601.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1602.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1603.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1604.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1605.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1606.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1607.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1608.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1609.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.161.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1610.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1611.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1612.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1613.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1614.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1615.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1616.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1617.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1618.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1619.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.162.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1620.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1621.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1622.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1623.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1624.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1625.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1626.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1627.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1628.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1629.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.163.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1630.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1631.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1632.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1633.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1634.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1635.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1636.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1637.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1638.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1639.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.164.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1640.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1641.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1642.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1643.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1644.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1645.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1646.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1647.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1648.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1649.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.165.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1650.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1651.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1652.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1653.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1654.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1655.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1656.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1657.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1658.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1659.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.166.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1660.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1661.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1662.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1663.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1664.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1665.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1666.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1667.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1668.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1669.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.167.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1670.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1671.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1672.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1673.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1674.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1675.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1676.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1677.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1678.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1679.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.168.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1680.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1681.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1682.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1683.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1684.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1685.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1686.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1687.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1688.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1689.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.169.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1690.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1691.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1692.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1693.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1694.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1695.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1696.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1697.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1698.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1699.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.170.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1700.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1701.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1702.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1703.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1704.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1705.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1706.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1707.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1708.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1709.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.171.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1710.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1711.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1712.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1713.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1714.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1715.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1716.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1717.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1718.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1719.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.172.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1720.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1721.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1722.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1723.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1724.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1725.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1726.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1727.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1728.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1729.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.173.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1730.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1731.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1732.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1733.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1734.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1735.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1736.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1737.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1738.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1739.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.174.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1740.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1741.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1742.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1743.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1744.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1745.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1746.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1747.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1748.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1749.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.175.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1750.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1751.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1752.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1753.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1754.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1755.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1756.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1757.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1758.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1759.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.176.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1760.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1761.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1762.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1763.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1764.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1765.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1766.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1767.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1768.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1769.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.177.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1770.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1771.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1772.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1773.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1774.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1775.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1776.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1777.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1778.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1779.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.178.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1780.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1781.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1782.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1783.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1784.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1785.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1786.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1787.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1788.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1789.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.179.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1790.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1791.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1792.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1793.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1794.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1795.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1796.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1797.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1798.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1799.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.180.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1800.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1801.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1802.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1803.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1804.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1805.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1806.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1807.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1808.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1809.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.181.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1810.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1811.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1812.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1813.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1814.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1815.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1816.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1817.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1818.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1819.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.182.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1820.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1821.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1822.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1823.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1824.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1825.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1826.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1827.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1828.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1829.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.183.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1830.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1831.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1832.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1833.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1834.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1835.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1836.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1837.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1838.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1839.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.184.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1840.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1841.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1842.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1843.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1844.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1845.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1846.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1847.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1848.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1849.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.185.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1850.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1851.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1852.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1853.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1854.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1855.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1856.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1857.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1858.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1859.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.186.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1860.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1861.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1862.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1863.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1864.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1865.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1866.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1867.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1868.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1869.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.187.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1870.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1871.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1872.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1873.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1874.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1875.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1876.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1877.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1878.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1879.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.188.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1880.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1881.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1882.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1883.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1884.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1885.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1886.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1887.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1888.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1889.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.189.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1890.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1891.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1892.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1893.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1894.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1895.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1896.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1897.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1898.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1899.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.190.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1900.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1901.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1902.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1903.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1904.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1905.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1906.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1907.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1908.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1909.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.191.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1910.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1911.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1912.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1913.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1914.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1915.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1916.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1917.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1918.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1919.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.192.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1920.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1921.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1922.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1923.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1924.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1925.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1926.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1927.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1928.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1929.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.193.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1930.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1931.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1932.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1933.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1934.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1935.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1936.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1937.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1938.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1939.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.194.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1940.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1941.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1942.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1943.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1944.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1945.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1946.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1947.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1948.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1949.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.195.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1950.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1951.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1952.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1953.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1954.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1955.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1956.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1957.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1958.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1959.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.196.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1960.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1961.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1962.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1963.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1964.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1965.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1966.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1967.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1968.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1969.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.197.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1970.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1971.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1972.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1973.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1974.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1975.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1976.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1977.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1978.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1979.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.198.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1980.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1981.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1982.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1983.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1984.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1985.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1986.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1987.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1988.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1989.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.199.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1990.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1991.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1992.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1993.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1994.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1995.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1996.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1997.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1998.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.1999.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.200.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2000.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2001.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2002.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2003.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2004.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2005.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2006.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2007.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2008.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2009.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.201.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2010.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2011.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2012.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2013.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2014.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2015.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2016.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2017.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2018.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2019.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.202.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2020.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2021.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2022.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2023.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2024.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2025.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2026.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2027.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2028.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2029.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.203.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2030.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2031.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2032.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2033.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2034.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2035.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2036.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2037.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2038.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2039.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.204.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2040.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2041.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2042.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2043.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2044.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2045.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2046.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2047.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2048.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2049.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.205.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2050.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2051.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2052.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2053.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2054.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2055.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2056.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2057.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2058.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2059.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.206.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2060.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2061.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2062.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2063.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2064.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2065.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2066.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2067.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2068.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2069.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.207.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2070.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2071.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2072.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2073.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2074.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2075.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2076.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2077.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2078.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2079.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.208.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2080.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2081.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2082.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2083.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2084.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2085.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2086.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2087.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2088.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2089.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.209.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2090.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2091.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2092.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2093.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2094.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2095.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2096.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2097.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2098.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2099.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.210.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2100.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2101.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2102.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2103.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2104.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2105.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2106.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2107.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2108.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2109.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.211.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2110.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2111.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2112.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2113.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2114.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2115.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2116.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2117.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2118.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2119.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.212.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2120.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2121.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2122.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2123.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2124.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2125.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2126.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2127.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2128.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2129.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.213.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2130.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2131.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2132.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2133.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2134.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2135.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2136.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2137.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2138.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2139.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.214.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2140.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2141.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2142.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2143.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2144.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2145.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2146.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2147.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2148.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2149.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.215.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2150.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2151.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2152.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2153.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2154.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2155.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2156.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2157.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2158.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2159.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.216.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2160.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2161.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2162.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2163.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2164.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2165.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2166.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2167.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2168.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2169.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.217.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2170.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2171.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2172.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2173.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2174.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2175.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2176.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2177.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2178.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2179.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.218.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2180.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2181.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2182.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2183.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2184.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2185.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2186.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2187.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2188.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2189.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.219.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2190.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2191.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2192.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2193.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2194.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2195.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2196.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2197.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2198.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2199.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.220.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2200.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2201.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2202.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2203.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2204.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2205.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2206.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2207.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2208.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2209.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.221.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2210.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2211.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2212.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2213.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2214.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2215.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2216.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2217.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2218.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2219.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.222.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2220.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2221.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2222.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2223.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2224.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2225.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2226.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2227.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2228.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2229.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.223.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2230.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2231.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2232.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2233.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2234.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2235.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2236.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2237.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2238.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2239.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.224.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2240.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2241.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2242.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2243.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2244.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2245.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2246.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2247.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2248.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2249.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.225.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2250.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2251.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2252.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2253.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2254.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2255.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2256.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2257.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2258.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2259.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.226.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2260.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2261.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2262.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2263.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2264.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2265.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2266.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2267.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2268.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2269.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.227.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2270.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2271.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2272.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2273.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2274.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2275.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2276.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2277.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2278.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2279.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.228.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2280.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2281.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2282.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2283.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2284.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2285.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2286.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2287.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2288.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2289.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.229.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2290.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2291.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2292.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2293.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2294.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2295.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2296.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2297.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2298.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2299.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.230.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2300.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2301.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2302.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2303.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2304.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2305.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2306.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2307.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2308.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2309.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.231.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2310.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2311.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2312.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2313.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2314.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2315.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2316.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2317.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2318.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2319.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.232.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2320.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2321.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2322.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2323.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2324.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2325.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2326.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2327.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2328.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2329.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.233.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2330.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2331.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2332.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2333.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2334.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2335.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2336.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2337.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2338.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2339.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.234.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2340.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2341.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2342.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2343.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2344.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2345.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2346.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2347.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2348.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2349.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.235.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2350.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2351.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2352.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2353.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2354.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2355.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2356.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2357.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2358.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2359.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.236.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2360.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2361.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2362.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2363.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2364.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2365.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2366.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2367.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2368.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2369.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.237.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2370.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2371.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2372.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2373.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2374.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2375.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2376.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2377.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2378.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2379.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.238.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2380.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2381.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2382.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2383.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2384.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2385.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2386.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2387.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2388.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2389.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.239.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2390.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2391.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2392.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2393.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2394.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2395.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2396.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2397.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2398.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2399.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.240.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2400.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2401.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2402.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2403.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2404.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2405.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2406.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2407.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2408.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2409.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.241.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2410.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2411.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2412.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2413.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2414.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2415.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2416.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2417.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2418.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2419.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.242.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2420.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2421.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2422.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2423.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2424.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2425.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2426.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2427.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2428.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2429.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.243.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2430.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2431.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2432.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2433.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2434.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2435.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2436.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2437.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2438.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2439.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.244.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2440.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2441.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2442.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2443.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2444.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2445.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2446.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2447.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2448.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2449.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.245.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2450.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2451.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2452.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2453.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2454.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2455.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2456.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2457.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2458.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2459.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.246.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2460.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2461.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2462.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2463.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2464.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2465.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2466.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2467.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2468.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2469.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.247.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2470.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2471.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2472.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2473.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2474.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2475.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2476.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2477.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2478.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2479.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.248.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2480.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2481.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2482.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2483.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2484.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2485.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2486.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2487.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2488.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2489.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.249.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2490.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2491.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2492.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2493.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2494.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2495.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2496.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2497.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2498.jpg, Actual Label: dog, Predicted Label: cat Filename: dog\dog.2499.jpg, Actual Label: dog, Predicted Label: cat
Model 1:
Test Accuracy: 50.0%
This indicates that Model 1 correctly classified half of the images in the test dataset.
Precision, Recall, F1-score (Cat):
These metrics suggest that when Model 1 predicts an image to be a cat, it's correct half of the time, but it fails to classify any actual cats correctly (low precision for cat class).
Precision, Recall, F1-score (Dog):
Model 1 fails to classify any dogs correctly (both precision and recall are zero for the dog class).
Confusion Matrix:
Equal number of false positives and false negatives for both classes (Cat and Dog), indicating random guessing.
Model 2:
Test Accuracy: 50.0%
Similar to Model 1, Model 2 also correctly classified half of the images in the test dataset.
Precision, Recall, F1-score (Cat):
Similar to Model 1, Model 2 correctly predicts cats half of the time but fails to classify any actual cats correctly.
Precision, Recall, F1-score (Dog):
Model 2 also fails to classify any dogs correctly, similar to Model 1.
Confusion Matrix:
Like Model 1, Model 2 also has an equal number of false positives and false negatives for both classes (Cat and Dog).
overall :